Tagged "embedded-ai"
13 articles tagged embedded-ai, 19 February 2026 to 14 September 2026. Newest first.
-
Alif Semiconductor Launches Low-Cost StartKits for Edge AI MCUs
Alif Semiconductor introduces affordable development kits for their edge AI microcontroller units, enabling broader adoption of on-device inference across IoT and embedded applications.
-
Booting Straight Into a Local LLM on Raspberry Pi Without Linux
A Raspberry Pi can now boot directly into a local LLM interface without requiring a full Linux operating system, streamlining edge AI deployment on minimal hardware.
-
Local LLM Generates Dynamic UIs on $30 ESP32 Display
A developer connected a local LLM to a budget ESP32 display device, enabling it to design new screen layouts in response to user queries. This demonstrates practical edge AI deployment on ultra-constrained hardware.
-
Seeed Studio's reCamera Pro Makes On-Device AI Faster and Easier
Seeed Studio releases reCamera Pro, a specialized hardware platform designed to simplify and accelerate on-device AI inference for computer vision and embedded applications. The device provides optimized inference capabilities tailored for edge deployment scenarios.
-
Tiny LLM Benchmark: Jetson Orin Nano Super 8GB
Comprehensive benchmark results for running small language models on NVIDIA's Jetson Orin Nano Super with 8GB memory, providing practical performance data for edge LLM deployment.
-
DEEPX and Sixfab Launch AI HAT for Raspberry Pi Edge Inference
DEEPX and Sixfab have introduced a specialized AI HAT (hardware attachment) designed to accelerate edge AI workloads on Raspberry Pi, expanding local LLM deployment possibilities to ultra-low-power devices. This hardware innovation makes on-device inference accessible on resource-constrained platforms.
-
Running a Local LLM on a 12-Year-Old Raspberry Pi
A practical guide demonstrating how to successfully run local LLMs on legacy hardware, proving that edge inference is achievable even on severely resource-constrained devices like the original Raspberry Pi.
-
Claw64 – Full Agentic Loop in <4KB on Commodore 64
A remarkable demonstration of running a complete agentic AI loop in under 4KB as a TSR (Terminate and Stay Resident) program on a Commodore 64, inspired by OpenClaw architecture. This extreme constraint optimization showcases innovative techniques for deploying reasoning capabilities on severely memory-limited hardware.
-
.APKs Are Just .ZIPs: Semi-Legally Hacking Software for Orphaned Hardware
A video explores reverse-engineering and modifying Android APKs to run on legacy devices, with techniques applicable to deploying inference engines on older hardware.
-
Building a Dependency-Free GPT on a Custom OS
A technical deep-dive into constructing a minimal LLM inference stack from scratch, eliminating external dependencies and optimizing for custom hardware. Demonstrates extreme edge-case optimization for resource-constrained environments.
-
Arduino, Qualcomm Bring On-Device AI and Robotics Learning to Indian School Systems
Arduino and Qualcomm partner to integrate on-device AI and robotics education into Indian schools, democratizing access to edge ML training and embedded systems development.
-
Seco Launches Edge AI System-on-Module at Embedded World 2026
Seco unveils a specialized edge AI system-on-module targeting industrial and embedded applications, providing optimized hardware for deploying LLMs in constrained environments.
-
Sarvam Brings AI to Feature Phones, Cars, and Smart Glasses
Sarvam AI demonstrates practical on-device AI deployment on ultra-resource-constrained devices, from feature phones to automotive and wearable platforms.